{"id":"W4213211173","doi":"10.1016/j.jaccas.2021.11.009","title":"Confirmation of Aortic Stenosis Severity in Case of Discordance Between Aortic Valve Area and Gradient","year":2022,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Stenosis; Medicine; Cardiology; Internal medicine; Grading (engineering); Aortic valve; Aortic valve stenosis; Radiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119008,0.0008108446,0.0006080928,0.002258607,0.0006429511,0.00072194,0.000891992,0.001728167,0.0009849623],"category_scores_gemma":[0.006479085,0.0003349638,0.0004214528,0.0004812246,0.001152516,0.000811366,0.0007272419,0.001605898,0.0004483592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812103,"about_ca_system_score_gemma":0.0003279834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004875271,"about_ca_topic_score_gemma":0.000822462,"domain_scores_codex":[0.9991985,0.0001866284,0.0001345399,0.0001205263,0.0001939264,0.0001658516],"domain_scores_gemma":[0.9977615,0.0007733885,0.0004504744,0.0002697825,0.0002638297,0.0004811233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003157256,0.00005168367,0.2349137,0.0001266513,0.00002425127,0.7379583,0.0005274299,0.0003037489,0.013141,0.0005857692,0.0005759652,0.01147577],"study_design_scores_gemma":[0.00001628524,0.0001942179,0.0622207,0.00006290492,0.00004504731,0.926513,0.0003116513,0.001805928,0.007074226,0.0006985837,0.001016219,0.00004122066],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981898,0.002376571,0.008472342,0.001701682,0.0003519391,0.0001037289,0.00009889084,0.0001177873,0.004879031],"genre_scores_gemma":[0.9956582,0.0003318303,0.003354194,0.0001869857,0.0002178742,0.000008208697,0.00004342144,0.0000094554,0.0001897531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002258607,"threshold_uncertainty_score":0.005917907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067980089394945,"score_gpt":0.3215288855962493,"score_spread":0.3008490847022999,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}